The graph represents a network of 5,523 Twitter users whose recent tweets contained "CES2022", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 23 December 2021 at 07:58 UTC.
The tweets in the network were tweeted over the 2-day, 13-hour, 10-minute period from Monday, 20 December 2021 at 17:44 UTC to Thursday, 23 December 2021 at 06:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5523
Unique Edges : 34385
Edges With Duplicates : 68996
Total Edges : 103381
Number of Edge Types : 5
Retweet : 15720
MentionsInRetweet : 75015
Mentions : 10086
Replies to : 1282
Tweet : 1278
Self-Loops : 1707
Reciprocated Vertex Pair Ratio : 0.0343552507731612
Reciprocated Edge Ratio : 0.0664283392915177
Connected Components : 506
Single-Vertex Connected Components : 337
Maximum Vertices in a Connected Component : 4667
Maximum Edges in a Connected Component : 102330
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.139205
Graph Density : 0.00151337762868825
Modularity : 0.230953
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,523 Twitter users whose recent tweets contained "CES2022", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 23 December 2021 at 07:58 UTC.
The tweets in the network were tweeted over the 2-day, 13-hour, 10-minute period from Monday, 20 December 2021 at 17:44 UTC to Thursday, 23 December 2021 at 06:54 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : CES2022
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2564] #ces2022,#ces [2535] #coding,#100daysofcode [2194] #iot,#iiot [2147] #flutter,#100daysofcode [2084] #machinelearning,#ai [2012] #javascript,#tensorflow [2002] #analytics,#machinelearning [1992] #flutter,#javascript [1991] #rstats,#reactjs [1975] #linux,#serverless Top Word Pairs in Tweet in G1:
[2403] #coding,#100daysofcode [2098] #iot,#iiot [2086] #flutter,#100daysofcode [1983] #machinelearning,#ai [1931] #javascript,#tensorflow [1916] #analytics,#machinelearning [1910] #rstats,#reactjs [1909] #flutter,#javascript [1906] #datascience,#bigdata [1894] #linux,#serverless Top Word Pairs in Tweet in G2:
[649] #ai,#machinelearning [638] margaretsiegien,pawlowskimario [591] #ces2022,#ces [429] kalydeoo,ym78200 [418] mvollmer1,gvalan [400] pawlowskimario,mvollmer1 [392] ym78200,nicochan33 [365] gvalan,ipfconline1 [356] #ces2022,cc [347] nicochan33,chboursin Top Word Pairs in Tweet in G3:
[50] ces,2022 [16] learn,more [11] #ces,#ces2022 [10] look,ahead [10] ahead,samsung [10] samsung,keynote [10] keynote,address [10] address,#ces2022 [10] #ces2022,key [10] key,topics Top Word Pairs in Tweet in G4:
[58] many,thanks [53] thanks,alvinfoo [51] #digitaltransformation,#ces2022 [50] #ces2022,#futureofwork [46] #tuesdaythoughts,normal [46] normal,life [46] life,#worklife [46] #worklife,#motivation [46] #motivation,#futureofwork [46] #futureofwork,#leadership Top Word Pairs in Tweet in G5:
[83] latest,interaction [83] interaction,demo [83] demo,#ameca [83] #ameca,weeks [83] weeks,unveil [83] unveil,#ces2022 [19] heads,cnet's [19] cnet's,#ces2022 [19] #ces2022,coverage [19] coverage,remote Top Word Pairs in Tweet in G6:
[33] altogether,wonderful [33] wonderful,january [33] january,2022 [33] 2022,feel [33] feel,#ces2022 [33] #ces2022,means [33] means,plenty [33] plenty,technology [33] technology,exciting [33] exciting,speakers Top Word Pairs in Tweet in G7:
[58] consumer,electronics [58] electronics,show [58] reuters,#ces2022 [48] vegas,jan [46] consumer,technology [46] technology,association [46] association,consumer [46] show,going [46] going,forward [46] forward,vegas Top Word Pairs in Tweet in G8:
[24] ces,2022 [17] preview,future [17] future,advanced [17] advanced,electrification [17] cabin,technology [17] technology,autonomy [17] autonomy,connectivity [16] ibmstorage,sap [15] join,accenture [15] #smarthome,appliances Top Word Pairs in Tweet in G9:
[30] portuma,vegas [30] vegas,ces2022 [30] ces2022,portumacom [30] portumacom,axellstudio [13] influential,tech [13] tech,event [13] event,world [12] heading,vegas [12] vegas,#ces2022 [12] #ces2022,influential Top Word Pairs in Tweet in G10:
[47] #metaverse,#gobeyond [45] excited,exhibiting [45] exhibiting,#ces2022 [45] #ces2022,vegas [45] vegas,january [45] january,ces [45] ces,join [45] join,booth [45] booth,number [45] number,#9253 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: